docs(vectordbs): correct vector store config defaults and imports

Each fix verified against mem0/vector_stores/ source and configs:

- baidu: table_name default mem0_table → mem0 (BaiduDBConfig)
- langchain: TS import mem0ai → mem0ai/oss; fix undefined LangchainVectorStore
  variable to use MemoryVectorStore directly
- mongodb: collection_name default mem0_collection → mem0; mongo_uri default
  corrected to mongodb://localhost:27017 (MongoDBConfig)
- neon: hnsw default False → True (PGVectorConfig.hnsw = True)
- neptune_analytics: extra name vector_stores → vector-stores (pyproject.toml)
- pgvector: diskann default True → False; hnsw default False → True
  (PGVectorConfig)
- upstash-vector: move enable_embeddings inside config: {} block
  (UpstashVectorConfig field, not top-level VectorStoreConfig)
- valkey: remove non-existent distance_metric row (not in ValkeyConfig);
  fix extra name vector_stores → vector-stores
- vertex_ai: region is required (no default in GoogleMatchingEngineConfig)
- weaviate: install pip install weaviate weaviate-client → weaviate-client
  (weaviate is not a separate package)
- overview: update TS supported vector DBs list to reflect actual
  mem0-ts/src/oss/src/vector_stores/ files
This commit is contained in:
kartik-mem0
2026-06-25 11:59:37 +05:30
parent ac296f7534
commit fbb8e71224
11 changed files with 19 additions and 18 deletions
+2 -2
View File
@@ -24,7 +24,7 @@ config = {
"deployment_index_id": "YOUR_DEPLOYMENT_INDEX_ID", # Required: Deployment-specific ID
"project_id": "YOUR_PROJECT_ID", # Required: Google Cloud project ID
"project_number": "YOUR_PROJECT_NUMBER", # Required: Google Cloud project number
"region": "YOUR_REGION", # Optional: Defaults to GOOGLE_CLOUD_REGION
"region": "YOUR_REGION", # Required: Google Cloud region
"credentials_path": "path/to/credentials.json", # Optional: Defaults to GOOGLE_APPLICATION_CREDENTIALS
"vector_search_api_endpoint": "YOUR_API_ENDPOINT" # Required for get operations
}
@@ -45,5 +45,5 @@ m.add("Your text here", user_id="user", metadata={"category": "example"})
| `project_id` | Google Cloud project ID | Yes |
| `project_number` | Google Cloud project number | Yes |
| `vector_search_api_endpoint` | Vector search API endpoint | Yes (for get operations) |
| `region` | Google Cloud region | No (defaults to GOOGLE_CLOUD_REGION) |
| `region` | Google Cloud region | Yes |
| `credentials_path` | Path to service account credentials | No (defaults to GOOGLE_APPLICATION_CREDENTIALS) |